What’s new#
Version 0.1.8 (15/07/2025)#
Correct license to LGPL v2.1 or later.
Bump dependencies to
cffi>=1.17.1
andsetuptools>=77.0.3
.eaf()
,vorob_t()
andvorob_dev()
take the set indices as a separate argumentsets
following the API of the R package.New example Empirical Attainment Function.
Document EAF and Vorob’ev expectation and deviation in more detail.
New online dataset:
DTLZLinearShape.8d.front.60pts.10
(seeget_dataset()
).New default method in
hv_approx()
. Computation is now done in C, so it is much faster.hv_contributions()
is much faster for 2D inputs.
Version 0.1.7 (04/06/2025)#
hypervolume()
now uses the HV3D+ algorithm for the 3D case and the HV4D+ algorithm for the 4D case. For dimensions larger than 4, the recursive algorithm uses HV4D+ as the base case, which is significantly faster.read_datasets()
is significantly faster for large files.is_nondominated()
andfilter_dominated()
are faster for 3D inputs.New function:
hv_contributions()
.New online datasets:
test2D-200k.inp.xz
andran.1000pts.3d.10
(seeget_dataset()
).
Version 0.1.6 (14/05/2025)#
New function:
largest_eafdiff()
.New class:
RelativeHypervolume
.New dataset
tpls50x20_1_MWT.csv
.Extended example Computing Multi-Objective Quality Metrics.
vorobT()
andvorobDev()
were renamed tovorob_t()
andvorob_dev()
to follow Python convention.get_dataset_path()
andget_dataset()
can download large datasets from a remote repository.
Version 0.1.4 (30/10/2024)#
Improved example Using moocore with Pandas to work in Pandas version >= 2.
Changed behavior of
apply_within_sets()
. The previous behavior could lead to subtle bugs.
Version 0.1.3 (28/10/2024)#
New:
Hypervolume
: Object-oriented API for hypervolume indicator.New:
apply_within_sets()
: Utility function to apply operations to individual datasets.New:
is_nondominated_within_sets()
: Utility function to identify nondominated points within sets.New example using
pandas.DataFrame
in Using moocore with Pandas.Fix bug in
normalise()
when the input ispandas.DataFrame
or some other non-contiguous array.
Version 0.1.2 (18/09/2024)#
New:
hv_approx()
Documentation improvements.
New gallery examples.